
Building AI that works in the real world
I design intelligent systems that push the edge of what's possible. My focus is on edge AI, model optimization, and systems that can operate reliably in resource-constrained real-world scenarios. I'm also deeply interested in developing systems with positive social impact that genuinely improve people's lives.
What I Do
- • Design and deploy edge AI systems for remote environments
- • Develop model compression techniques (distillation, quantization)
- • Build ML frameworks and toolkits for practical deployment
- • Create AI systems for social impact (wildfire detection, translation)
- • Develop AI solutions for businesses and people who can't afford enterprise solutions
Technical Expertise
Machine Learning
PyTorch, Knowledge Distillation, Model Quantization, Edge AI, Transformers
Systems & Hardware
Raspberry Pi, LoRa Networks, Solar Power, Embedded Systems, Docker
Development
Python, TypeScript, Next.js, Git, Linux, Cloud Deployment